Hello,
the easiest way is to connect your machine learning algorithm via the
TraCI-API and disable all or part of the build-in lane-changing algorithm:
https://sumo.dlr.de/docs/TraCI.html
https://sumo.dlr.de/docs/TraCI/Change_Vehicle_State.html#lane_change_mode_0xb6
the relevant call is traci.vehicle.changeLane

regards,
Jakob

Am Fr., 28. Aug. 2020 um 19:33 Uhr schrieb Li Tang <[email protected]>:

> Hi
>
> I am doing a project about analyzing a new machine-learning based
> lane-changing model. I am wondering if and how SUMO can manually change the
> default lane-changing model to our new model because we searched on the
> website we barely found related topics. Could someone who is good at SUMO
> can help us with this? This is the first time for us to use SUMO, we use
> Vissim previously.
>
> --
> Best
>
> Li
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